Pose Tracking

Pose Tracking is the task of estimating multi-person human poses in videos and assigning unique instance IDs for each keypoint across frames. Accurate estimation of human keypoint-trajectories is useful for human action recognition, human interaction understanding, motion capture and animation.

Source: LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 61–70 of 191 papers

Title	Date	Tasks	Status	Score
Detect-and-Track: Efficient Pose Estimation in Videos	Dec 26, 2017	Human DetectionKeypoint Estimation	CodeCode Available	5
Stereo Event-based, 6-DOF Pose Tracking for Uncooperative Spacecraft	Mar 17, 2025	Pose Tracking	CodeCode Available	5
Deep Model-Based 6D Pose Refinement in RGB	Oct 7, 2018	Pose Tracking	CodeCode Available	5
6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints	Oct 23, 2019	6D Pose Estimation6D Pose Estimation using RGBD	CodeCode Available	5
Multi-view consensus CNN for 3D facial landmark placement	Oct 14, 2019	AnatomyDeep Learning	CodeCode Available	5
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking	May 7, 2019	Object TrackingPose Estimation	CodeCode Available	5
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos	Apr 2, 2019	Optical Flow EstimationPose Tracking	CodeCode Available	5
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia	Aug 22, 2023	Pose Tracking	CodeCode Available	5
A Region-based Gauss-Newton Approach to Real-Time Monocular Multiple Object Tracking	Jul 5, 2018	Multiple Object TrackingObject Tracking	CodeCode Available	5
Capturing Hand Motion with an RGB-D Sensor, Fusing a Generative Model with Salient Points	Apr 3, 2017	Pose Tracking	CodeCode Available	5

Show:10 25 50

← PrevPage 7 of 20Next →

All datasets PoseTrack2017 PoseTrack2018 Multi-Person PoseTrack

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DetTrack	MOTA	64.09	—	Unverified
2	KeyTrack	MOTA	61.15	—	Unverified
3	LightTrack	MOTA	58.01	—	Unverified
4	HRNet-W48 COCO	MOTA	57.93	—	Unverified
5	MSRA (FlowTrack)	MOTA	57.81	—	Unverified
6	TML++ (MIPAL)	MOTA	54.46	—	Unverified
7	STAF	MOTA	53.81	—	Unverified
8	ProTracker	MOTA	51.82	—	Unverified
9	PoseFlow	MOTA	50.98	—	Unverified
10	PoseTrack	MOTA	48.37	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DetTrack	MOTA	64.3	—	Unverified
2	UniTrack	MOTA	63.5	—	Unverified
3	4DHumans + ViTDet	MOTA	61.9	—	Unverified
4	MSRA	MOTA	61.37	—	Unverified
5	TML++ (MIPAL)	MOTA	54.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PoseTrack	MOTA	28.2	—	Unverified